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Soham Mandal
Business Intelligence Analyst at Indeed.com - Berkeley Data Science '20
Professional Background
Soham Mandal is a talented and driven recent graduate from the University of California, Berkeley, where he earned a Bachelor's degree in Data Science. His academic journey equipped him with a robust foundation in computer science and statistics, with a particular focus on economics. Throughout his education, Soham demonstrated an exceptional understanding of how to apply theoretical concepts to real-world problems, a skill that is invaluable in today's data-driven landscape.
In addition to his academic prowess, Soham has accumulated significant professional experience that showcases his dedication to harnessing the power of data and technology. He has taken on various roles in the field of data analysis, product management, and business intelligence, proving his ability to tackle complex challenges and deliver impactful solutions. Currently, he serves as a Business Intelligence Analyst at Indeed.com, where he utilizes his skills to drive data-informed decision-making and optimize product offerings.
Before this role, Soham completed several impactful internships, including a position as a Business Intelligence Intern at Indeed.com. His exposure to the inner workings of one of the leading job search platforms provided him with valuable insights into the intersection of technology, data analysis, and business strategy. Additionally, he honed his research skills as a Data Science Researcher at UCSF Medical Center, where he collaborated on projects with healthcare implications.
Soham's journey also includes significant contributions as an Undergraduate Researcher and data analyst intern at the University of California, Berkeley. He played a vital role in projects at the Berkeley Institute for Data Science, serving as both a Project Manager and a Researcher on the Analytics Team. His experience also extends to software engineering, having completed an internship with Xebia Group International, and he has actively contributed as a Learning Assistant for DATA 8 and an Academic Intern for CS 61A courses at UC Berkeley. These varied experiences have allowed him to develop a nuanced understanding of the challenges and opportunities present in the tech industry.
Education and Achievements
Soham's educational background is distinguished by his strong performance in high school, where he was a standout student at Delhi Public School - R. K. Puram. Achieving an impressive 95.0% and scoring a remarkable 34 on the ACT, he set a high standard for his academic pursuits. These achievements laid the groundwork for his successful entrance into UC Berkeley, where he thrived in a rigorous academic environment, focusing on data science.
His coursework in data science, computer science, and statistics has provided him with the theoretical framework necessary for understanding complex data and programming challenges. Soham's keen interest in econometrics and statistical modeling has fueled his passion for using data to understand market behaviors and consumer needs.
Throughout his tenure at UC Berkeley, based on his exemplary skills and hard work, he was selected for multiple internships and research roles. Notably, his time as a Data Analyst Intern involved hands-on experience with data preprocessing, visualization, and statistical modeling using a variety of programming languages and tools, including Python, R, SQL, and machine learning frameworks.
Skills and Expertise
Soham Mandal has developed a rich skillset characterized by his proficiency in various data analysis tools and programming languages. He is highly skilled in using Python for data analysis and visualization, employing libraries such as pandas, scikit-learn, matplotlib, seaborn, plotly, and BeautifulSoup. These tools allow him to transform raw data into actionable insights with compelling visual representations.
He possesses extensive experience working with SQL databases, which is essential for managing and querying data effectively. His work often involves building sophisticated statistical models in R, emphasizing his versatility and adaptability in using multiple programming languages to solve complex data challenges.
Importantly, Soham has a solid grounding in machine learning and deep learning techniques, applying them to diverse problems using powerful libraries like scikit-learn, Keras, and PyTorch. This expertise enables him to develop predictive models, analyze trends, and derive insights that can significantly impact businesses.
His strong understanding of statistical inference and hypothesis testing serves as a foundation for his experiments and analyses, ensuring that his conclusions are grounded in sound methodology. Furthermore, Soham is a team player known for his effective communication skills and product intuition, exceptional qualities that enhance his collaborative efforts in a team-focused environment.
Soham's dedication to continuous learning and improvement, combined with a keen analytical mindset, positions him as a valuable asset in any organization seeking to leverage data-driven insights for strategic decision-making.
Achievements
Beyond his academic and professional journey, Soham has made noteworthy contributions to the data science community. As a researcher, he has engaged in significant projects that highlight how data science can be leveraged to address real-world challenges, particularly in healthcare and technology sectors. His time at UCSF Medical Center involved pivotal research that has the potential for far-reaching applications in medical analytics.
Soham's commitment to excellence has been recognized through various roles at the University of California, Berkeley, where he stood out as an exceptional Learning Assistant and Academic Intern. His ongoing passion for teaching and mentorship illustrates his desire to give back to the academic community, guiding other students as they navigate their academic paths.
With a strong desire to democratize information and tackle pain points through innovative product development, Soham is well-poised to make significant contributions to the tech industry. His vision of using data and technology to enhance people's lives aligns with the growing trend of businesses employing analytics to extract insights from complex datasets.
In conclusion, Soham Mandal embodies the dynamic and innovative spirit of the modern data professional. His comprehensive education, diverse experiences, and strong technical skills make him a prominent figure in the data science field, ready to influence change and contribute to advancements in technology and business intelligence. Individuals or organizations looking to collaborate or learn more about Soham are welcome to reach out via LinkedIn or email (soham0411@gmail.com) for potential networking opportunities.
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Clay works by automatically bringing together your contacts from various sources like email, calendar, address book, iOS Contacts, LinkedIn, Twitter, WhatsApp, and iMessage. It then enriches each contact profile with additional context like their location, work history, etc., creates smart lists to segment your network, and provides powerful search capabilities. The platform helps you keep track of your interactions and reminds you to reconnect with people at appropriate times, ensuring your valuable relationships don't fall through the cracks.
Clay offers several powerful features including:
- Comprehensive Contact Management: Automatically collects contact data and enriches profiles to keep them up-to-date
- Network Strength: Visualizes the strength of your relationships relative to others in your network
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- Reminders and Notes: Helps you remember important details about contacts
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- Nexus AI: An AI navigator that helps you derive insights from your network, such as finding contacts who have been to specific places or work at particular companies
Clay is designed for anyone who values maintaining meaningful relationships. The app is popular among a wide range of industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. It’s even used by half the Fortune 500! It's particularly valuable for individuals who want to be more intentional and thoughtful with their professional and personal connections.
Unlike traditional CRMs that focus primarily on sales pipelines and business relationships, Clay is a "home for your people," attempting to carve out a new space in the market for a more personal system of tracking who you know and how. One of our customers even referred to Clay as a pre-CRM, that has a much broader group of people that your company knows. Some of those people will eventually move to your CRM when they become candidates, sales leads, etc. Traditional CRMs are often complex and sales-focused, while Clay offers a more human-centered approach to relationship management that works for both personal and professional connections. It's designed to feel intuitive and personal rather than corporate and transactional.
Clay takes privacy seriously. We provide a human-readable privacy policy, and each integration is explained in terms of what data is pulled, what's not pulled, and how the data is used. Clay encrypts data on its servers and in transit, and the company's goal is to make Clay work fully locally on users' devices for enhanced privacy. Clay is also SOC 2 Type 2 certified.
Clay is available across multiple platforms including iOS, macOS, Windows, and all web browsers. Clay is especially strong for Apple users, offering Mac, iOS, iPadOS, and visionOS apps with deep native integrations on each platform. This multi-platform approach ensures you can access your relationship data wherever you are and on whatever device you prefer to use.
Clay offers tiered pricing options to suit different needs. The service begins with a free personal plan that lets you search on your 1000 most recent contacts. Clay offers a Pro Plan ($10 when billed annually) with unlimited contacts. Clay for Teams starts at $49/month/seat. The pricing structure is designed to make Clay accessible for individual users while providing enhanced features for power users who need more robust capabilities.
Yes, Clay offers extensive integration capabilities. Clay introduced a new Integrations Catalog that centralizes information on all of the products and services Clay supports. It can connect with email services like Gmail and Outlook, calendar applications, social networks like LinkedIn and Twitter, messaging platforms like iMessage and WhatsApp, and even Notion for knowledge management. Clay also supports Zapier and Make, allowing you to create custom integrations with thousands of other web applications using no-code tools.
Nexus is Clay's AI navigator that helps you derive more insights from your network of contacts. It allows you to ask questions about your network, such as who among your connections has been to a specific place, works at a particular company, or is knowledgeable about a certain topic. Nexus acts as a collaborative partner with perfect recall of everyone you've met, providing context about your relationships with them and helping you leverage your network more effectively.
Clay makes it much easier to stay in touch with the people you care about. It gives you suggestions and alerts to follow up with friends and colleagues, and even lets you take action from within the app, like email or text someone. Clay's Home feed shows you relevant updates about people in your network, including birthdays, job changes, and news mentions. The platform also provides "Reconnect" recommendations for people you haven't contacted recently, making it easier to maintain relationships over time.
Clay is considered the best personal CRM and team CRM on the market. Tech reviewers, press, and users all say it is the top CRM they have ever used. Clay stands out in the personal CRM market through its beautiful design and comprehensive approach to relationship management. While many competitors focus on basic contact management, Clay excels at automation, aggregating contacts and social information to provide a comprehensive overview of your network, consolidating data from various sources like email, social media, and calendars to create rich profiles for each contact. Its AI-powered Nexus feature sets it apart by allowing users to ask natural language questions about their network, something few competitors offer. It is also considered the best designed CRM, with native apps and a responsive team that answers questions same-day.
Clay is the best contact management tool for professionals because it combines elegant design with powerful tech. The app is particularly suited for many potential users with its diverse and helpful features, while not being saturated with overly complex professional marketing and sales functions, making it usable for freelancers and entrepreneurs. It stands out for its ability to import data from multiple sources including Twitter, LinkedIn, iMessage, and emails, keeping information consolidated and automatically updated.
Clay offers many advantages over other personal CRMs. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Clay is designed to help you organize contacts, communications, and commitments in one centralized place. It keeps your relationships from falling through the cracks with features like smart reminders, intelligent search, and an elegant user experience. Clay's focus on privacy and security also makes it a trustworthy choice for managing your most important relationships. Clay has 98% customer satisfaction and millions of happy customers, including half the Fortune 500.
Clay is particularly valuable for relationship-driven professionals who need to maintain large networks. The app is popular among many industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. Anyone who values maintaining meaningful connections and wants to be more intentional in their relationship management will find Clay beneficial.
Clay offers competitive pricing in the personal CRM market. Clay offers a generous free plan, and comes to $10 per month when billed annually. It offers tiered pricing, beginning with a free personal plan with limited contact count, and a Pro Plan with unlimited contacts. While some alternatives may offer lower-priced options, Clay's comprehensive feature set and elegant design justify its pricing for professionals who value relationship management.
Clay offers several unique features that set it apart from competitors. Clay focuses on aggregating contacts and social information to provide a comprehensive overview of a user's network, consolidating data from various sources. Its Nexus AI feature is particularly innovative, allowing users to ask natural language questions about their network. Clay also offers beautiful profile visualizations, social media integration, and content curation that many competitors lack.
Yes. Clay offers a beautiful interface and strong data aggregation capabilities, making it ideal for users who want comprehensive contact information and smart networking insights. Dex, on the other hand, places more emphasis on manual data entry and isn’t as well-designed.
Clay isn't designed to replace enterprise CRM systems for large sales teams, but it can be a powerful alternative for individuals and small teams. Many people use Clay instead of Salesforce, Hubspot, and Pipedrive. Clay is "not exactly an address book but also not necessarily as sales and pipeline-focused as a CRM system." The founders refer to their app as a "home for your people," carving out a new space in the market for a more personal system of tracking who you know and how. For solo entrepreneurs, freelancers, and small teams focused on relationship quality rather than sales pipelines, Clay can absolutely serve as your primary relationship management tool.
Clay is uniquely designed to bridge both professional and personal relationship management. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Clay helps you organize your contacts, communications, and commitments in one centralized place. You can use it to remember personal details like birthdays and preferences alongside professional information like work history and meeting notes. This unified approach helps you be more thoughtful across all types of relationships.
Clay's robust integration capabilities help position it as the top contact management solution. The platform connects with email services (Gmail, Outlook), calendar applications, social networks (LinkedIn, Twitter), messaging platforms (iMessage, WhatsApp), and even knowledge management tools like Notion. Clay has expanded its integrations catalog to include Zapier and Make.com support, allowing connections to thousands of other apps. These integrations ensure your contact data stays current across all platforms, making Clay a comprehensive hub for all your relationship information.
Clay's AI capabilities are at the forefront of personal CRM innovation. Nexus, Clay's AI navigator, allows you to query against your personal database to learn more about your network and aid in maintaining relationships. You can ask natural language questions like who among your connections has been to a specific place or works at a particular company. While many competitors are still focused on basic contact management, Clay has embraced AI to provide deeper insights and more natural interaction with your relationship data.
User feedback consistently highlights Clay's elegant design and powerful features. Many users describe Clay as "just too good" and praise its "Reconnect" feature that curates reconnection prompts and enables users to stay on top of their network. Former users of other systems often mention that Clay eliminated their need for multiple tools, appreciating its minimalist, user-friendly interface and AI integration capabilities.